Artificial Intelligence in the Age of Neural Networks and Brain Computing

ISBN-13: 9780128154809 / Angielski / Miękka / 2018 / 352 str.

Robert Kozma; Cesare Alippi; Yoonsuck Choe

Spis treści

1. Nature's Learning Rule: The Hebbian-LMS Algorithm 2. A Half Century of Progress Toward a Unified Neural Theory of Mind and Brain With Applications to Autonomous Adaptive Agents and Mental Disorders 3. Third Gen AI as Human Experience Based Expert Systems 4. The Brain-Mind-Computer Trichotomy: Hermeneutic Approach 5. From Synapses to Ephapsis: Embodied Cognition and Wearable Personal Assistants 6. Evolving and Spiking Connectionist Systems for Brain-Inspired Artificial Intelligence 7. Pitfalls and Opportunities in the Development and Evaluation of Artificial Intelligence Systems 8. The New AI: Basic Concepts, and Urgent Risks and Opportunities in the Internet of Things 9. Theory of the Brain and Mind: Visions and History 10. Computers Versus Brains: Game Is Over or More to Come? 11. Deep Learning Approaches to Electrophysiological Multivariate Time-Series Analysis Computational Intelligence in the Time of Cyber-Physical Systems and the Internet of Things 12. Multiview Learning in Biomedical Applications 13. Meaning Versus Information, Prediction 14. Versus Memory, and Question Versus Answer 15. Evolving Deep Neural Networks